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Datasets:
jniecko
/
ebpf-k8s-attack-detection

Tasks:
Tabular Classification
Languages:
Polish
English
Size:
1K<n<10K
Tags:
cybersecurity
anomaly-detection
ebpf
kubernetes
syscall
isolation-forest
License:
Dataset card Data Studio Files
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 Community
ebpf-k8s-attack-detection / flat /latency_flat02.csv
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variant,attack,bucket,latency_s,detected
m1,revshell,low,-2.742000102996826,True
m1,distroless_revshell,low,-2.740999937057495,True
m1,k8sapi,mid,-2.740999937057495,True
m1,suid_escalation,mid,2.257999897003174,True
m1,ld_preload,peak,-2.740999937057495,True
m1,xmrig,peak,-2.740999937057495,True
m1,revshell,low,-2.740999937057495,True
m1,distroless_revshell,low,-2.740999937057495,True
m1,k8sapi,mid,-2.740999937057495,True
m1,suid_escalation,mid,-2.740999937057495,True
m1,ld_preload,peak,2.259000062942505,True
m1,xmrig,peak,-2.742000102996826,True
m1,revshell,low,-2.740999937057495,True
m1,distroless_revshell,low,-2.740999937057495,True
m1,k8sapi,mid,-2.742000102996826,True
m1,suid_escalation,mid,-2.742000102996826,True
m1,ld_preload,peak,-2.740999937057495,True
m1,xmrig,peak,2.257999897003174,True
m2,revshell,low,-2.742000102996826,True
m2,distroless_revshell,low,-2.740999937057495,True
m2,k8sapi,mid,-2.740999937057495,True
m2,suid_escalation,mid,2.257999897003174,True
m2,ld_preload,peak,-2.740999937057495,True
m2,xmrig,peak,-2.740999937057495,True
m2,revshell,low,-2.740999937057495,True
m2,distroless_revshell,low,7.259000062942505,True
m2,k8sapi,mid,-2.740999937057495,True
m2,suid_escalation,mid,-2.740999937057495,True
m2,ld_preload,peak,2.259000062942505,True
m2,xmrig,peak,-2.742000102996826,True
m2,revshell,low,-2.740999937057495,True
m2,distroless_revshell,low,-2.740999937057495,True
m2,k8sapi,mid,7.257999897003174,True
m2,suid_escalation,mid,-2.742000102996826,True
m2,ld_preload,peak,-2.740999937057495,True
m2,xmrig,peak,-2.742000102996826,True
m3,revshell,low,-2.742000102996826,True
m3,distroless_revshell,low,-2.740999937057495,True
m3,k8sapi,mid,-2.740999937057495,True
m3,suid_escalation,mid,2.257999897003174,True
m3,ld_preload,peak,-2.740999937057495,True
m3,xmrig,peak,-2.740999937057495,True
m3,revshell,low,-2.740999937057495,True
m3,distroless_revshell,low,7.259000062942505,True
m3,k8sapi,mid,-2.740999937057495,True
m3,suid_escalation,mid,-2.740999937057495,True
m3,ld_preload,peak,2.259000062942505,True
m3,xmrig,peak,-2.742000102996826,True
m3,revshell,low,-2.740999937057495,True
m3,distroless_revshell,low,-2.740999937057495,True
m3,k8sapi,mid,7.257999897003174,True
m3,suid_escalation,mid,-2.742000102996826,True
m3,ld_preload,peak,-2.740999937057495,True
m3,xmrig,peak,-2.742000102996826,True
m4,revshell,low,-2.742000102996826,True
m4,distroless_revshell,low,-2.740999937057495,True
m4,k8sapi,mid,-2.740999937057495,True
m4,suid_escalation,mid,-2.742000102996826,True
m4,ld_preload,peak,-2.740999937057495,True
m4,xmrig,peak,-2.740999937057495,True
m4,revshell,low,-2.740999937057495,True
m4,distroless_revshell,low,-2.740999937057495,True
m4,k8sapi,mid,-2.740999937057495,True
m4,suid_escalation,mid,-2.740999937057495,True
m4,ld_preload,peak,-2.740999937057495,True
m4,xmrig,peak,-2.742000102996826,True
m4,revshell,low,-2.740999937057495,True
m4,distroless_revshell,low,-2.740999937057495,True
m4,k8sapi,mid,-2.742000102996826,True
m4,suid_escalation,mid,-2.742000102996826,True
m4,ld_preload,peak,-2.740999937057495,True
m4,xmrig,peak,-2.742000102996826,True